Flow regimes identification of air water counter current flow in vertical annulus using differential pressure signals and machine learning.

This study investigates the gas-liquid two-phase counter-current flow through a vertical annulus, a phenomenon prevalent across numerous industrial fields. The presence of an inner pipe and varying degrees of eccentricity between the inner and outer pipes often blur the clear demarcation of flow regime boundaries. To address this, we designed a vertical annulus with adjustable eccentricity (outer and inner diameters of 125 mm and 75 mm, respectively).

Osmotic cleaning of typical inorganic and organic foulants on reverse osmosis membrane for textile printing and dyeing wastewater treatment.

Reverse osmosis (RO) is one of the most fundamental membrane technology because it has higher salt rejections, which suffers from the issue of membrane fouling, as the membrane is inevitably exposed to foulants during the filtration process. For different fouling mechanisms of RO membrane, physical and chemical cleaning are widely used in the control of RO membrane fouling. The present study investigated the performance and water flux recovery using osmotic cleaning to clean the typical inorganic and organic foulants on RO membrane for textile printing and dyeing wastewater treatment.

Discovering the main "reinforce kidney to strengthening Yang" active components of salt Morinda officinalis based on the spectrum-effect relationship combined with chemometric methods.

Morinda officinalis, a well-known traditional herbal medicine in China, is used to treat deficiency of kidney-yang syndrome. Although this medicine has the property of "reinforcing kidney to strengthening Yang," the chemical constituents responsible for this effect remain to be elucidated. Here, we aimed to identify the main active compounds responsible for reinforcing kidney to strengthening Yang, based on spectrum-effect relationships combined with chemometrics.